A method for updating a master product attribute catalog database for
consumer response modeling is provided. Data is received from at least
one source of product data. A data integrity check is preformed on the
received data. A reconciliation is performed between the received data
and the master product attribute catalog. The reconciled received data is
placed in a master product attribute catalog.